Axolotl vs. OpenPipe Comparison


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About Axolotl is an open source tool designed to streamline the fine-tuning of various AI models, offering support for multiple configurations and architectures. It enables users to train models, supporting methods like full fine-tuning, LoRA, QLoRA, ReLoRA, and GPTQ. Users can customize configurations using simple YAML files or command-line interface overrides, and load different dataset formats, including custom or pre-tokenized datasets. Axolotl integrates with technologies like xFormers, Flash Attention, Liger kernel, RoPE scaling, and multipacking, and works with single or multiple GPUs via Fully Sharded Data Parallel (FSDP) or DeepSpeed. It can be run locally or on the cloud using Docker and supports logging results and checkpoints to several platforms. It is designed to make fine-tuning AI models friendly, fast, and fun, without sacrificing functionality or scale.	About OpenPipe provides fine-tuning for developers. Keep your datasets, models, and evaluations all in one place. Train new models with the click of a button. Automatically record LLM requests and responses. Create datasets from your captured data. Train multiple base models on the same dataset. We serve your model on our managed endpoints that scale to millions of requests. Write evaluations and compare model outputs side by side. Change a couple of lines of code, and you're good to go. Simply replace your Python or Javascript OpenAI SDK and add an OpenPipe API key. Make your data searchable with custom tags. Small specialized models cost much less to run than large multipurpose LLMs. Replace prompts with models in minutes, not weeks. Fine-tuned Mistral and Llama 2 models consistently outperform GPT-4-1106-Turbo, at a fraction of the cost. We're open-source, and so are many of the base models we use. Own your own weights when you fine-tune Mistral and Llama 2, and download them at any time.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Data scientists seeking a solution to fine-tune large language models across various architectures	Audience Developers requiring a solution to replace prompts with faster, cheaper fine-tuned models
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing $1.20 per 1M tokens Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Axolotl United States axolotl.ai/	Company Information OpenPipe United States openpipe.ai/
Alternatives LLaMA-Factory hoshi-hiyouga	Alternatives FinetuneDB
Unsloth	Entry Point AI
prompteasy.ai	Klu
FinetuneDB	Llama 2 Meta
Helix AI View All	Tune Studio NimbleBox View All
Categories AI Fine-Tuning Supported	Categories AI Development Supported AI Fine-Tuning Supported LLM Evaluation Supported

Integrations Mistral AI Supported Axolotl Not Supported DeepSpeed Supported Falcon Supported GPT-J Supported JSON Not Supported JavaScript Not Supported Latitude Supported Llama 2 Not Supported Mathstral Not Supported Mistral Large Not Supported Mistral NeMo Not Supported Mistral Small Not Supported OpenAI Not Supported OpenPipe Supported PostgreSQL Not Supported Pythia Supported TensorWave Supported XGen Security Supported Show More Integrations View All 22 Integrations	Integrations Mistral AI Supported Axolotl Supported DeepSpeed Not Supported Falcon Not Supported GPT-J Not Supported JSON Supported JavaScript Supported Latitude Not Supported Llama 2 Supported Mathstral Supported Mistral Large Supported Mistral NeMo Supported Mistral Small Supported OpenAI Supported OpenPipe Not Supported PostgreSQL Supported Pythia Not Supported TensorWave Not Supported XGen Security Not Supported Show More Integrations View All 23 Integrations
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